Corey Arnold, Ph.D.

A Short Biography:

Dr. Corey Arnold is an Associate Professor with joint appointments in the UCLA Departments of Radiological Sciences, Pathology & Laboratory Medicine, Electrical & Computer Engineering, and Bioengineering. He leads the Computational Diagnostics lab, which performs research and development in machine learning, medical image analysis, computational phenotyping, natural language processing, and multi-modal disease modeling.


Work Titles
CTSI Member, CTSI
UCLA Associate Professor, Radiology Member, Bioinformatics GPB Home Area Member, Medical Informatics GPB Home Area
Education:
Degrees:
Ph.D.
M.S.

Contact Information:

Work Phone Number:

310.794.3538

Office Address:

924 Westwood Blvd Ste 600
Los Angeles, CA 90024


Publications:

A selected list of publications:

Arnold Corey W, McNamara Mary, El-Saden Suzie, Chen Shawn, Taira Ricky K, Bui Alex A T   Imaging informatics for consumer health: towards a radiology patient portal Journal of the American Medical Informatics Association : JAMIA, ; 20(6): 1028-36.
Bui Alex A T, Hsu William, Arnold Corey, El-Saden Suzie, Aberle Denise R, Taira Ricky K   Imaging-based observational databases for clinical problem solving: the role of informatics Journal of the American Medical Informatics Association : JAMIA, ; 20(6): 1053-8.
Zide Mary, Caswell Kaitlyn, Peterson Ellen, Aberle Denise R, Bui Alex At, Arnold Corey W   Consumers' Patient Portal Preferences and Health Literacy: A Survey Using Crowdsourcing JMIR research protocols, 2016; 5(2): e104.
McNamara Mary, Arnold Corey, Sarma Karthik, Aberle Denise, Garon Edward, and Bui Alex   Patient portal preferences: Perspectives on imaging information Journal of the Association for Information Science and Technology, 2014; .
Meng Yiwen, Speier William, Shufelt Chrisandra, Joung Sandy, Van Eyk Jennifer E, Merz C Noel Bairey, Lopez Mayra, Spiegel Brennan, Arnold Corey W   A Machine Learning Approach to Classifying Self-Reported Health Status in a cohort of Patients with Heart Disease using Activity Tracker Data IEEE journal of biomedical and health informatics, 2019; .
Ho King Chung, Scalzo Fabien, Sarma Karthik V, Speier William, El-Saden Suzie, Arnold Corey   Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images Journal of medical imaging (Bellingham, Wash.), 2019; 6(2): 026001.
Ho King Chung, Speier William, Zhang Haoyue, Scalzo Fabien, El-Saden Suzie, Arnold Corey W   A Machine Learning Approach for Classifying Ischemic Stroke Onset Time from Imaging IEEE transactions on medical imaging, 2019; .
Li Jiayun, Speier William, Ho King Chung, Sarma Karthik V, Gertych Arkadiusz, Knudsen Beatrice S, Arnold Corey W   An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society, 2018; 69: 125-133.
Speier William, Dzubur Eldin, Zide Mary, Shufelt Chrisandra, Joung Sandy, Van Eyk Jennifer E, Bairey Merz C Noel, Lopez Mayra, Spiegel Brennan, Arnold Corey   Evaluating utility and compliance in a patient-based eHealth study using continuous-time heart rate and activity trackers Journal of the American Medical Informatics Association : JAMIA, 2018; 25(10): 1386-1391.
Li Wenyuan, Li Jiayun, Sarma Karthik V, Ho King Chung, Shen Shiwen, Knudsen Beatrice S, Gertych Arkadiusz, Arnold Corey W   Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images IEEE transactions on medical imaging, 2018; 69: 125-133.
Dzubur Eldin, Khalil Carine, Almario Christopher V, Noah Benjamin, Minhas Deeba, Ishimori Mariko, Arnold Corey, Park Yujin, Kay Jonathan, Weisman Michael H, Spiegel Brennan M R   Patients' Concerns and Perceptions Regarding Biologic Therapies in Ankylosing Spondylitis: Insights from a Large-Scale Survey of Social Media Platforms Arthritis care & research, 2018; 25(10): 1386-1391.
Speier William, Arnold Corey, Chandravadia Nand, Roberts Dustin, Pendekanti Shrita, Pouratian Nader   Improving P300 Spelling Rate using Language Models and Predictive Spelling Brain computer interfaces (Abingdon, England), 2018; 5(1): 13-22.
Li Jiayun, Sarma Karthik V, Chung Ho King, Gertych Arkadiusz, Knudsen Beatrice S, Arnold Corey W   A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies AMIA ... Annual Symposium proceedings. AMIA Symposium, 2017; 2017(10): 1140-1148.
Ho King Chung, Speier William, El-Saden Suzie, Arnold Corey W   Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features AMIA ... Annual Symposium proceedings. AMIA Symposium, 2017; 2017(10): 892-901.
Speier William, Ong Michael K, Arnold Corey W   Using phrases and document metadata to improve topic modeling of clinical reports Journal of biomedical informatics, 2016; 61(2): 260-6.
Hsu William, Han Simon X, Arnold Corey W, Bui Alex At, Enzmann Dieter R   A data-driven approach for quality assessment of radiologic interpretations Journal of the American Medical Informatics Association : JAMIA, 2016; 23(e1): e152-6.
Arnold Corey W, Oh Andrea, Chen Shawn, Speier William   Evaluating topic model interpretability from a primary care physician perspective Computer methods and programs in biomedicine, 2016; 124(e1): 67-75.
Whitman Cynthia B, Reid Mark W, Arnold Corey, Patel Haridarshan, Ursos Lyann, Sa'adon Roee, Pourmorady Jonathan, Spiegel Brennan M R   Balancing opioid-induced gastrointestinal side effects with pain management: Insights from the online community Journal of opioid management, 2015; 11(5): 383-91.
Arnold Corey W, Wallace W Dean, Chen Shawn, Oh Andrea, Abtin Fereidoun, Genshaft Scott, Binder Scott, Aberle Denise, Enzmann Dieter   RadPath:: A Web-based System for Integrating and Correlating Radiology and Pathology Findings During Cancer Diagnosis Academic radiology, 2015; .
McNamara Mary, Arnold Corey, Sarma Karthik, Aberle Denise, Garon Edward, Bui Alex A T   Patient Portal Preferences: Perspectives on Imaging Information Journal of the Association for Information Science and Technology, 2015; 66(8): 1606-1615.
Oh Andrea S, Arnold Corey W, Vangala Sitaram, Wallace W Dean, Genshaft Scott J, Sarma Karthik, Aberle Denise R   Imaging-Histologic Discordance at Percutaneous Biopsy of the Lung Academic radiology, 2015; 244(2): .
McNamara Mary, Sarma Karthik, Aberle Denise R, Bui Alex A T, Arnold Corey   Data model for personalized patient health guidelines: an exploratory study AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2014; 2014(11): 1835-44.
Ho King Chung, Speier William, El-Saden Suzie, Liebeskind David S, Saver Jeffery L, Bui Alex A T, Arnold Corey W   Predicting discharge mortality after acute ischemic stroke using balanced data AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2014; 2014(11): 1787-96.
Speier William, Arnold Corey, Lu Jessica, Deshpande Aniket, Pouratian Nader   Integrating language information with a hidden Markov model to improve communication rate in the P300 speller IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 2014; 22(3): 678-84.
Arnold Corey W, Nguyen Tina, Janzen Carla   BabySTEPS: a sugar tracking electronic portal system for gestational diabetes Studies in health technology and informatics, 2013; 192(10): 1123.
Speier William, Arnold Corey, Pouratian Nader   Evaluating true BCI communication rate through mutual information and language models PloS one, 2013; 8(10): e78432.
Taira Ricky K, Arnold Corey W   Hierarchical semantic structures for medical NLP Studies in health technology and informatics, 2013; 192(10): 1194.
Chen Xiang, Arnold Corey W   Integrating UIMA annotators in a web-based text processing framework Studies in health technology and informatics, 2013; 192(10): 1191.
Love Alexa, Arnold Corey W, El-Saden Suzie, Liebeskind David S, Andrada Lewellyn, Saver Jeffrey, Bui Alex A T   Unifying acute stroke treatment guidelines for a Bayesian belief network Studies in health technology and informatics, 2013; 192(10): 1012.
Speier William, Arnold Corey, Lu Jessica, Taira Ricky K, Pouratian Nader   Natural language processing with dynamic classification improves P300 speller accuracy and bit rate Journal of neural engineering, 2012; 9(1): 016004.
Speier William, Iglesias Juan E, El-Kara Leila, Tu Zhuowen, Arnold Corey   Robust skull stripping of clinical glioblastoma multiforme data Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 2011; 14(Pt 3): 659-66.
Singleton Kyle W, Lan Mars, Arnold Corey, Vahidi Mani, Arangua Lisa, Gelberg Lillian, Bui Alex A T   Wireless data collection of self-administered surveys using tablet computers AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2011; 2011(1): 1261-9.
Hsu William, Arnold Corey W, Taira Ricky K   A Neuro-Oncology Workstation for Structuring, Modeling, and Visualizing Patient Records IHI ... : proceedings of the ... ACM SIGHIT International Health Informatics Symposium. ACM SIGHIT International Health Informatics Symposium, 2010; 2010(10): 837-840.
Arnold Corey W, El-Saden Suzie M, Bui Alex A T, Taira Ricky   Clinical Case-based Retrieval Using Latent Topic Analysis AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2010; 2010(Pt 3): 26-30.
Arnold Corey W, Bui Alex A T, Morioka Craig, El-Saden Suzie, Kangarloo Hooshang   Informatics in radiology: A prototype Web-based reporting system for onsite-offsite clinician communication Radiographics : a review publication of the Radiological Society of North America, Inc, 2010; 27(4): 1201-11.

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